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Data driven blended learning
Going from a heterogeneous
classroom to personalised learning
Dr. Sara Hershkovitz
sarah@cet.ac.il
Mr. Ernest Lyubchik
ernest@selflab.com
Agenda
• What is a blended classroom?
• Selflab – adding adaptivity to the mix.
• Being adaptive – what does it mean?
• New instruction methods that became
possible using analytics.
• Focus groups – how and why?
• Results.
What is a blended classroom?
Check my answer
Write< or > or =
DifficultyscaleLaboratory Back
Hello Ernest [exit]
Difficultyscale
This is 2/3 of a
shape:
Draw a complete shape
Selflab
Some questions are
hard to guess but easy to solve if you
know the material
3 units and 1 sixth are equal to:
4 sixths
19 sixths
5 thirds
3 sixths
10 thirds
While other questions might be easy
to guess but difficult to solve
Is the colored part a third of the shape? Is the colored part a third of the shape?
Success rate is not identical to
difficulty!
0%
50%
100%
150%
200%
250%
300%
350%
Success rate Difficulty
Question 1
Question 2
Question 3
Reporting and Analytics
• CET was provided with content reports, and
the content on the platform was supervised.
• The teachers received both custom requested
reports of the student’s performance, and a
real time tracking system to oversee the
progress of the students.
New Instructional Methods
• Students receive instruction from the
program. However, some students still require
instruction from the teacher.
• Instead of presenting the class with frontal
instruction, the teacher can work directly with
those who require assistance, helping them
with targeted sessions.
Feedback
• Students’ feedback:
“This is right where I am now, how did you
know I had a problem with that?”
• Teachers’ feedback:
“The class is more organized”
“I know what they really understood”
“The students love the program”
“Can we allow sixth graders to use it?”
Results – correct answers
Frontal Focus
Means: 75% 86%
Std: 11% 6%

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Data driven blended learning

  • 1. Data driven blended learning Going from a heterogeneous classroom to personalised learning Dr. Sara Hershkovitz sarah@cet.ac.il Mr. Ernest Lyubchik ernest@selflab.com
  • 2. Agenda • What is a blended classroom? • Selflab – adding adaptivity to the mix. • Being adaptive – what does it mean? • New instruction methods that became possible using analytics. • Focus groups – how and why? • Results.
  • 3. What is a blended classroom? Check my answer Write< or > or = DifficultyscaleLaboratory Back Hello Ernest [exit]
  • 4. Difficultyscale This is 2/3 of a shape: Draw a complete shape
  • 6. Some questions are hard to guess but easy to solve if you know the material 3 units and 1 sixth are equal to: 4 sixths 19 sixths 5 thirds 3 sixths 10 thirds
  • 7. While other questions might be easy to guess but difficult to solve Is the colored part a third of the shape? Is the colored part a third of the shape?
  • 8. Success rate is not identical to difficulty! 0% 50% 100% 150% 200% 250% 300% 350% Success rate Difficulty Question 1 Question 2 Question 3
  • 9. Reporting and Analytics • CET was provided with content reports, and the content on the platform was supervised. • The teachers received both custom requested reports of the student’s performance, and a real time tracking system to oversee the progress of the students.
  • 10. New Instructional Methods • Students receive instruction from the program. However, some students still require instruction from the teacher. • Instead of presenting the class with frontal instruction, the teacher can work directly with those who require assistance, helping them with targeted sessions.
  • 11.
  • 12. Feedback • Students’ feedback: “This is right where I am now, how did you know I had a problem with that?” • Teachers’ feedback: “The class is more organized” “I know what they really understood” “The students love the program” “Can we allow sixth graders to use it?”
  • 13. Results – correct answers Frontal Focus Means: 75% 86% Std: 11% 6%